Dataset

Triples for material and processing information about hybrid materials

The extracted Turtle (TTL) file is an RDF export of the knowledge graph created in the HybridDigital project. It contains the project’s graph content in the form of subject–predicate–object triples, i.e., explicit semantic statements rather than tabular records. The graph represents knowledge about hybrid material specimens and related research outputs, covering both experimental and simulated data. It captures the involved physical entities (e.g., specimens and their constituents), the relevant processes (e.g., manufacturing and testing activities), and the resulting information artifacts (e.g., measurements, computed results, and derived assessments). For semantic alignment, the graph follows a layered ontology approach: BFO (Basic Formal Ontology) is used as the Top-Level Ontology (TLO) to provide the foundational categories for entities and processes. CCO (Common Core Ontologies) is used as the Middle-Level Ontology (MLO) to supply reusable mid-level concepts and relations that structure scientific/engineering information, measurement representations, and artifact-related modeling. Domain-specific terms (project/manufacturing/materials concepts) extend this foundation where needed.

Metadata-only record

This entry is a public catalogue pointer: it links to an external website or repository, but no RDF graph/entities have been published in MatPortal yet. Browse graph-rich public records to explore RDF resources, SPARQL, and GraphRAG features.

Dataset identity

Stable URI
https://data.stage.matportal.org/id/dataset/triples-for-material-and-processing-information-about-hybrid-materials Open
Portal page
/datasets/triples-for-material-and-processing-information-about-hybrid-materials Open
RDF Turtle
https://data.stage.matportal.org/data/dataset/triples-for-material-and-processing-information-about-hybrid-materials.ttl Open
License
Reuse license not specified
Publisher
HybridDigital
Published by
admin
Project
HybridDigital
Version
Not specified
Identifier
c60de3aa-58a8-4012-90ed-01451d41285c

What is available here?

  • A stable MatPortal dataset identifier and machine-readable metadata.
  • Public source/documentation links for the external portal or repository.
  • No MatPortal-hosted RDF graph, RDF resources, GraphRAG evidence, or SPARQL graph query yet.

Use the browse page sorted by RDF resources to find public datasets with named graphs, entity pages, SPARQL starters, and GraphRAG evidence.

Files & access

2 file/access items

TTL File with all Triples

Public file, distribution, or access URL

Open file/access URL

Link to Gitlab Repo with the full data pipeline

Gitlab Repo with full data pipeline (Web Application) from Raw Data to OWL

Open file/access URL

File preview

Preview metadata is available, but no preview rows were returned.

Named graphs

Query this data

No public graph releases are available for this dataset yet.

RDF resources

Entity previews will appear after public graph indexing.

Ask this dataset with GraphRAG

GraphRAG searches MatPortal's public dataset metadata, named graph metadata, indexed RDF resources, and facts. It does not copy or vectorize every external file or raw distribution.

Ask a question above to get a graph-aware answer and a safe SPARQL starting point.

Indexed sources

  • Dataset Metadata
  • Distribution
  • Distribution

Query this dataset

Use the guarded public SPARQL workbench with a dataset graph template. Only read-only SELECT queries with limits are accepted.

SELECT ?s ?p ?o WHERE { ?s ?p ?o } LIMIT 100
Open in SPARQL workbench

Graph-aware Q&A readiness

  • Dataset Metadata
  • Distribution
  • Distribution

Dataset quality and readiness

Score
68%
Maturity
Draft metadata
Publication boundary
Public output is derived from reviewed public dataset/resource/graph metadata only.

Checks and recommendations

  • Core metadata completeness
  • Persistent identifier and citability
  • License availability
  • File, service, or access links
  • Ontology and linked-data context
  • Unit and quantity-kind validation
  • Governance and review status

Dataset FAIR assessment

Overall FAIR score
61%
Assessment coverage
87% (Partial)
Principle scores
  • F: 69%
  • A: 100%
  • I: 17%
  • R: 68%
Profile / version
matportal-dataset-fair-v1 (v1.0.0)
Source revision
1784684835490005234-132416932
Source updated at
2026-06-14T01:24:50.983561Z

FAIR criterion details

FAIL [F1] Unique and Persistent Identifier

Reason: No identifier or DOI metadata is present.

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.F1.fail.missing

Score: 0%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: identifier, other_identifiers)

PARTIAL [F2] Rich Descriptive Metadata

Reason: Core descriptive metadata is partially populated (75%).

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.F2.partial.evidence
  • Description field is populated
  • Publisher or Organization is populated

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.F2.partial.missing

Score: 75%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: title, description, creators, publisher, organization)

PASS [F3] Metadata Identifier Linkage

Reason: Metadata contains the identifier of the described dataset distributions.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.F3.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: identifier, distributions)

PASS [F4] Searchable Catalogue Indexing

Reason: Dataset is registered in the public searchable catalogue.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.F4.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: visibility, status)

PASS [A1] Retrievability Protocol

Reason: Distributions are defined for standard protocol retrievability.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A1.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: distributions)

PASS [A1.1] Open Communication Protocol Scheme

Reason: All distribution access paths conform to standard open protocol schemes.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A1_1.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: distributions)

UNAVAILABLE [A1.2] Authorization Protocol Metadata

Reason: Access authorization metadata is not specified or unavailable.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A1_2.unavailable.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.A1_2.unavailable.missing

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: access_rights, distributions)

UNAVAILABLE [A2] Metadata Persistence Tombstone Policy

Reason: Metadata retention policy is currently unavailable.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A2.unavailable.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.A2.unavailable.missing

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0

PARTIAL [I1] Formal Knowledge Language representation

Reason: Dataset is metadata-only with standard machine-readable metadata representations.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.I1.partial.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.I1.partial.missing

Score: 50%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: graph_ids, distributions)

FAIL [I2] FAIR Vocabulary References

Reason: No ontology annotations or standards conforms_to references are present.

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.I2.fail.missing
  • conforms_to standards references

Score: 0%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: ontology_annotations, conforms_to)

FAIL [I3] Qualified References and Relations

Reason: No qualified relations or external citations are defined.

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.I3.fail.missing
  • other_identifiers / is_referenced_by

Score: 0%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: qualified_relations, other_identifiers, is_referenced_by)

PARTIAL [R1] Descriptive Attributes Plurality

Reason: Plurality of attributes is partially sufficient.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.R1.partial.evidence
  • Tags/keywords metadata is present

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.R1.partial.missing

Score: 70%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: title, description, creators, keywords, tags)

PASS [R1.1] Clear Usage License

Reason: A valid data usage license is specified.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.R1_1.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: license)

PASS [R1.2] Detailed Provenance Metadata

Reason: Provenance metadata is fully specified.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.R1_2.pass.evidence
  • Distribution transform provenance is populated

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: provenance, distributions)

FAIL [R1.3] Domain Community Standards Conformance

Reason: No standard conformances or term URIs are specified.

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.R1_3.fail.missing
  • Data dictionary ontology term / unit URIs

Score: 0%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: conforms_to, distributions, ontology_annotations)

Unit profile

{
  "valid": true,
  "score": 1.0,
  "checked_fields": [],
  "issues": [],
  "profile": "matportal-materials-qudt-lite-v1"
}

Semantic dataset passport

Passport ID
triples-for-material-and-processing-information-about-hybrid-materials
DCAT
https://datagraph.stage.matportal.org/id/dataset/triples-for-material-and-processing-information-about-hybrid-materials
Review status
published

Semantic mirror manifest

{
  "@context": {
    "dcterms": "http://purl.org/dc/terms/",
    "dcat": "http://www.w3.org/ns/dcat#",
    "prov": "http://www.w3.org/ns/prov#",
    "matportal": "https://w3id.org/matportal/schema#"
  },
  "id": "https://datagraph.stage.matportal.org/api/v1/datasets/triples-for-material-and-processing-information-about-hybrid-materials/mirror-package",
  "type": "matportal:SemanticMirrorPackage",
  "dataset": "https://datagraph.stage.matportal.org/datasets/triples-for-material-and-processing-information-about-hybrid-materials",
  "dataset_slug": "triples-for-material-and-processing-information-about-hybrid-materials",
  "generated_at": "2026-08-11T07:28:19.859677+00:00",
  "raw_data_policy": "linked-only; no raw data copied by this package",
  "publication_boundary": "review artefact; downstream data-space publication remains governed",
  "contains": [
    "dcat-jsonld",
    "datacite-style-metadata",
    "ro-crate-metadata",
    "ckan-package-json",
    "edc-asset-json",
    "aas-submodel-semantic-ids",
    "sssom-mapping-snapshot",
    "shacl-shape-scaffold",
    "review-record"
  ],
  "counts": {
    "resources": 2,
    "graphs": 0,
    "indexed_entities": 0,
    "mappings": 0,
    "unit_fields_checked": 0
  },
  "source_authority": "MatPortal dataset metadata and linked external providers remain authoritative; connector cards preserve source links."
}

Material identity crosswalk

No public material identity crosswalk entries are linked to this dataset yet.

Raw public metadata

{
  "id": "dataset_f751c79bfb158597",
  "slug": "triples-for-material-and-processing-information-about-hybrid-materials",
  "title": "Triples for material and processing information about hybrid materials",
  "description": "The extracted Turtle (TTL) file is an RDF export of the knowledge graph created in the HybridDigital project. It contains the project’s graph content in the form of subject–predicate–object triples, i.e., explicit semantic statements rather than tabular records. The graph represents knowledge about hybrid material specimens and related research outputs, covering both experimental and simulated data. It captures the involved physical entities (e.g., specimens and their constituents), the relevant processes (e.g., manufacturing and testing activities), and the resulting information artifacts (e.g., measurements, computed results, and derived assessments). For semantic alignment, the graph follows a layered ontology approach: BFO (Basic Formal Ontology) is used as the Top-Level Ontology (TLO) to provide the foundational categories for entities and processes. CCO (Common Core Ontologies) is used as the Middle-Level Ontology (MLO) to supply reusable mid-level concepts and relations that structure scientific/engineering information, measurement representations, and artifact-related modeling. Domain-specific terms (project/manufacturing/materials concepts) extend this foundation where needed.",
  "license": "License not specified",
  "creators": [],
  "organization": "HybridDigital",
  "project": "HybridDigital",
  "slice": "materialdigital",
  "published_by": "admin",
  "groups": [],
  "keywords": [
    "Hybrid Material",
    "TTL"
  ],
  "tags": [
    "Hybrid Material",
    "TTL"
  ],
  "visibility": "public",
  "status": "published",
  "ontology_annotations": [],
  "categories": [
    "Computational Materials Science",
    "Manufacturing & Industry 4.0"
  ],
  "distributions": [
    {
      "title": "TTL File with all Triples",
      "filename": "NBE6uKoU3WZD2To",
      "description": "",
      "visibility": "public",
      "status": "published",
      "media_type": "application/octet-stream",
      "format": "",
      "checksum_sha256": "",
      "size_bytes": 0,
      "source_uri": "https://owncloud.fraunhofer.de/index.php/s/NBE6uKoU3WZD2To",
      "download_url": "https://owncloud.fraunhofer.de/index.php/s/NBE6uKoU3WZD2To",
      "access_url": "https://owncloud.fraunhofer.de/index.php/s/NBE6uKoU3WZD2To",
      "uri": "https://datagraph.stage.matportal.org/id/distribution/triples-for-material-and-processing-information-about-hybrid-materials/resource_722869b17193741c",
      "url_type": "external",
      "rdf_format": null,
      "ontology_annotations": [],
      "data_dictionary": [],
      "views": [
        {
          "id": "",
          "title": "Download",
          "view_type": "download",
          "url": "",
          "embed_url": "",
          "embeddable": false,
          "description": "",
          "default": true,
          "config": {}
        }
      ],
      "datastore_active": false,
      "datastore_enabled": false,
      "has_views": true,
      "mapping_supported": false,
      "query_supported": false,
      "transform_provenance": {
        "was_derived_from": "https://dataportal.material-digital.de/dataset/triples-for-material-and-processing-information-about-hybrid-materials",
        "harvested_from": "https://dataportal.material-digital.de/",
        "source_resource_id": "b86c0169-15e4-4763-826c-34e9a91dbfa6"
      },
      "id": "resource_722869b17193741c",
      "dataset_slug": "triples-for-material-and-processing-information-about-hybrid-materials",
      "created_at": "2026-06-14T01:24:50.913727Z",
      "updated_at": "2026-06-14T01:24:50.913727Z"
    },
    {
      "title": "Link to Gitlab Repo with the full data pipeline",
      "filename": "HybridDigital",
      "description": "Gitlab Repo with full data pipeline (Web Application) from Raw Data to OWL",
      "visibility": "public",
      "status": "published",
      "media_type": "application/octet-stream",
      "format": "Git",
      "checksum_sha256": "",
      "size_bytes": 0,
      "source_uri": "https://gitlab.cc-asp.fraunhofer.de/bjarsch/HybridDigital",
      "download_url": "https://gitlab.cc-asp.fraunhofer.de/bjarsch/HybridDigital",
      "access_url": "https://gitlab.cc-asp.fraunhofer.de/bjarsch/HybridDigital",
      "uri": "https://datagraph.stage.matportal.org/id/distribution/triples-for-material-and-processing-information-about-hybrid-materials/resource_aaa68844cbbc4e48",
      "url_type": "external",
      "rdf_format": null,
      "ontology_annotations": [],
      "data_dictionary": [],
      "views": [
        {
          "id": "",
          "title": "Download",
          "view_type": "download",
          "url": "",
          "embed_url": "",
          "embeddable": false,
          "description": "",
          "default": true,
          "config": {}
        }
      ],
      "datastore_active": false,
      "datastore_enabled": false,
      "has_views": true,
      "mapping_supported": false,
      "query_supported": false,
      "transform_provenance": {
        "was_derived_from": "https://dataportal.material-digital.de/dataset/triples-for-material-and-processing-information-about-hybrid-materials",
        "harvested_from": "https://dataportal.material-digital.de/",
        "source_resource_id": "a80cd37d-7128-4c38-9966-fb33f7cfea32"
      },
      "id": "resource_aaa68844cbbc4e48",
      "dataset_slug": "triples-for-material-and-processing-information-about-hybrid-materials",
      "created_at": "2026-06-14T01:24:50.983561Z",
      "updated_at": "2026-06-14T01:24:50.983561Z"
    }
  ],
  "graph_ids": [],
  "entity_count": 0,
  "follower_count": 0,
  "contact_points": [
    {
      "name": "[{\"email\": \"thomas.bjarsch@igcv.fraunhofer.de\", \"identifier\": \"\", \"name\": \"Thomas Bjarsch\", \"uri\": \"\", \"url\": \"\"}]",
      "email": "",
      "uri": "",
      "identifier": "",
      "url": ""
    }
  ],
  "publisher": "HybridDigital",
  "homepage": "https://dataportal.material-digital.de/dataset/triples-for-material-and-processing-information-about-hybrid-materials",
  "landing_page": "https://dataportal.material-digital.de/dataset/triples-for-material-and-processing-information-about-hybrid-materials",
  "release_date": "2025-12-17T10:40:12.228895",
  "modification_date": "2025-12-17T10:42:25.060629",
  "version": "",
  "version_notes": "",
  "identifier": "c60de3aa-58a8-4012-90ed-01451d41285c",
  "frequency": "",
  "provenance": "Harvested from Platform MaterialDigital CKAN Action API without credentials. ",
  "dataset_type": "dataset",
  "temporal_coverage": [],
  "temporal_resolution": "",
  "spatial_coverage": [],
  "spatial_resolution_meters": null,
  "access_rights": "",
  "other_identifiers": [],
  "theme": [],
  "language": [],
  "documentation": [
    "https://dataportal.material-digital.de/dataset/triples-for-material-and-processing-information-about-hybrid-materials"
  ],
  "conforms_to": [],
  "is_referenced_by": [],
  "applicable_legislation": [],
  "has_version": [],
  "qualified_relations": [],
  "citation": "",
  "activity": [
    {
      "at": "2026-06-14T01:24:50.851410+00:00",
      "event": "dataset_created",
      "actor": "admin",
      "note": "Dataset registered in native DataGraph"
    },
    {
      "at": "2026-06-14T01:24:50.878944+00:00",
      "event": "dataset_imported",
      "actor": "admin",
      "note": "Imported/updated from Platform MaterialDigital CKAN API."
    },
    {
      "at": "2026-06-14T01:24:50.913727+00:00",
      "event": "resource_added",
      "actor": "admin",
      "resource_id": "resource_722869b17193741c",
      "note": "TTL File with all Triples"
    },
    {
      "at": "2026-06-14T01:24:50.983561+00:00",
      "event": "resource_added",
      "actor": "admin",
      "resource_id": "resource_aaa68844cbbc4e48",
      "note": "Link to Gitlab Repo with the full data pipeline"
    }
  ],
  "metadata": {
    "publisher": "",
    "published_by": "admin",
    "contact_points": [],
    "homepage": "",
    "landing_page": "",
    "release_date": "",
    "modification_date": "",
    "version": "",
    "version_notes": "",
    "identifier": "",
    "frequency": "",
    "provenance": "",
    "type": "",
    "temporal_coverage": "",
    "temporal_resolution": "",
    "spatial_coverage": "",
    "spatial_resolution_meters": "",
    "access_rights": "",
    "language": [],
    "documentation": [],
    "conforms_to": [],
    "is_referenced_by": [],
    "applicable_legislation": [],
    "has_version": [],
    "qualified_relation": [],
    "qualified_attribution": [],
    "extras": {}
  },
  "created_at": "2026-06-14T01:24:50.851410Z",
  "updated_at": "2026-06-14T01:24:50.983561Z"
}